Advances on Broad-Band Wireless Computing, Communication and Applications

Name: Advances on Broad-Band Wireless Computing, Communication and Applications | Proceedings of the 14th International Conference on Broad-Band Wireless Computing, Communication and Applications (BWCCA-2019)
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Proceedings of the 14th International Conference on Broad-Band Wireless Computing, Communication and Applications (BWCCA-2019)

Leonard Barolli Peter Hellinckx Tomoya Enokido(Editor)

Springer (Publisher)

1st Edition

Published on 18. October 2019

XLVI, 875 pages

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978-3-030-33506-9 (ISBN)

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Content

Intro
Welcome Message of BWCCA-2019 International Conference Organizers
Welcome Message from BWCCA-2019 Workshops Co-chairs
BWCCA-2019 Organizing Committee
Honorary Co-chairs
General Co-chairs
Program Committee Co-chairs
Workshop Co-chairs
Finance Chair
Web Administrator Co-chairs
Local Organizing Co-chairs
Steering Committee Co-chair
Track Areas
1. Next Generation Wireless Networks
Track Co-chairs
PC Members
2. Cloud and Service Computing
Track Co-chairs
PC Members
3. Multimedia and Web Applications
Track Co-chairs
PC Members
4. Security and Privacy
Track Co-chairs
PC Members
5. Network Protocols and Performance Analysis
Track Co-chairs
PC Members
6. Intelligent and Cognitive Computing
Chairs
PC Members
7. Distributed and Parallel Computing
Track Co-chairs
PC Members
8. IoT and Smart Environment
Track Co-chairs
PC Members
9. Database, Data Mining and Big Data
Track Co-chairs
PC Members
10. Ubiquitous and Pervasive Computing
Track Co-chairs
PC Members
BWCCA-2019 Reviewers
Welcome Message from MNSA-2019 International Symposium Co-chairs
MNSA-2019 Organizing Committee
Symposium Co-chairs
Symposium PC Chair
Program Committee Members
Welcome Message from NGWMN-2019 International Workshop Co-chairs
NGWMN-2019 Organizing Committee
Workshop Co-chairs
Program Committee Members
Message from MAPWC-2019 International Workshop Organizers
MAPWC-2019 Organizing Committee
Workshop Chair
Program Committee Members
Message from CWECS-2019 International Workshop Organizers
CWECS-2019 Organizing Committee
Workshop Co-chairs
Program Committee Members
Message from RVI3C-2019 International Workshop Organizers
RI3C-2019 Organizing Committee
Workshop Co-chairs
Program Committee Members
Web Administrator Co-chairs
Message from ATASP-2019 International Workshop Organizers
ATASP-2019 International Workshop Organizers
Workshop Co-chairs
Workshop PC Co-chairs
Program Committee Members
Web Administrator Co-chairs
Message from BioSPAN-2019 International Workshop Organizers
BioSPAN-2019 Organizing Committee
Workshop Co-chairs
Program Committee Members
BWCCA-2019 Keynote Talks
Wireless Experimentation with SDR: The Way to Drive Innovation
2020: The AI Decade
Contents
The 14th International Conference on Broad-Band andd Wireless Computing, Communication and Applications (BWCCA-2019)
A Fuzzy-Based Decision System for Sightseeing Spots Considering Hot Spot Access as a New Parameter
1 Introduction
2 Application of Fuzzy Logic for Control
3 Proposed Fuzzy-Based System
4 Simulation Results
5 Conclusions and Future Work
References
A Multi-sensor Based Physical Condition Estimator for Home Healthcare
Abstract
1 Introduction
2 Related Work
3 System Design
3.1 Data Collection Using Non-wearable Sensors with No Waves
3.2 Get Information Using Collected Sensor Data
3.3 Safe Driving Support Including Driver Monitoring by Radar
4 Preliminary Experiments
5 Conclusions
References
Performance Evaluation of WMNs WMN-PSOHC System Considering Constriction and Linearly Decreasing Inertia Weight Replacement Methods
1 Introduction
2 Node Placement Problem in WMNs
3 Proposed and Implemented Simulation System
3.1 WMN-PSOHC Hybrid Simulation System
3.2 WMN-PSOHC Web GUI Tool
4 Simulation Results
5 Conclusions
References
A Fuzzy-Based Simulation System for IoT Node Selection in Opportunistic Networks and Testbed Implementation
1 Introduction
2 IoT and OppNets
2.1 IoT
2.2 OppNets
3 Proposed Fuzzy-Based Simulator and Testbed Implementation
3.1 Proposed Fuzzy-Based Simulation System
3.2 Testbed Implementation
4 Proposed System Evaluation
4.1 Simulation Results
4.2 Experimental Results
5 Conclusions and Future Work
References
Consensus Based Mechanism Using Blockchain for Intensive Data of Vehicles
1 Introduction
1.1 Motivation
1.2 Problem Statement
2 Related Work
2.1 Network Communication with Blockchain
2.2 IoT with Blockchain
2.3 Vehicular Communication with Blockchain
3 System Model
4 Reasoning of Graphs
4.1 Execution Cost
4.2 Transaction Cost
5 Conclusion
References
Block-VN: A Distributed Blockchain-Based Efficient Communication and Storage System
1 Introduction
2 Related Work
2.1 Blockchain in Smart Grid
2.2 Blockchain in Wireless Sensor Network
2.3 Blockchain in Intelligent of Vehicle
3 Motivation
4 Problem Statement
5 Proposed System Model of Distributed Block-VN
5.1 Proposed Model of Miner Node
5.2 Proposed Model of Controller Node
6 Conclusion
References
Electric Vehicles Privacy Preserving Using Blockchain in Smart Community
1 Introduction
2 Contributions
3 Proposed System Model and Problem Formulations
3.1 System Overview
3.2 Blockchain Based Location Privacy Preserving with Differential Privacy
3.3 Blockchain Smart Contract
4 Simulation Results
4.1 Experimental Setup
4.2 Simulation Dataset
4.3 Evaluation of EV's Selection and CS's Assignment Probability
4.4 Privacy Preserving Evaluations Using the Proposed Blockchain and Differential Privacy
4.5 Computational Blockchain Cost Analysis
5 Conclusion
References
A Nodes Selection Algorithm for Fault Recovery in the GTBFC Model
1 Introduction
2 GTBFC Model
2.1 Tree Structure of an Application Process
3 Computation and Energy Consumption Models of a Fog Node
4 Recovery from Node Faults
5 Evaluation
6 Concluding Remarks
References
A TBOI (Time-Based Operation Interruption) Protocol to Prevent Late Information Flow in the IoT
1 Introduction
2 System Model
2.1 CapBAC (Capability-Based Access Control) Model
2.2 Devices
3 Information Flow Relations
4 Protocols
4.1 An OI (Operation Interruption) Protocol
4.2 A TBOI (Time-Based OI) Protocol
5 Concluding Remarks
References
Enhancement of Binary Spray and Wait Routing Protocol for Improving Delivery Probability and Latency in a Delay Tolerant Network
1 Introduction
2 Spray and Wait Routing Protocol and Its Enhanced Version
2.1 Spray and Wait Routing Protocol
2.2 Binary Spray and Wait Routing Protocol
2.3 Enhanced Versions of Spray and Wait Routing Protocol
3 Simulation System and Scenarios
4 Simulation Results
5 Conclusions
References
Data Exchange Algorithm at Aggregate Level in the TWTBFC Model
1 Introduction
2 Two-Way Tree-Based Fog Computing (TWTBFC) Model
2.1 TBFC Model
2.2 Aggregate Nodes
3 Power Consumption and Computation Models of a Fog Nodes
3.1 Upward Transmission
3.2 Downward Transmission
4 Evaluation
5 Concluding Remarks
References
Trust-Based Game-Theoretical Decision Making for Food-Energy-Water Management
1 Introduction
2 Background and Related Work
2.1 Decision Making
2.2 Trust and Its Applications
3 Trust Framework
4 Decision Making Using Game Theory and Trust
5 Simulation and Results
6 Conclusion
References
Energy-Efficient Purpose Ordering Scheduler
1 Introduction
2 System Model
2.1 Object-Based Systems with RBAC Model
2.2 Significancy of Methods
2.3 Significancy of Roles
2.4 Significancy of Transactions
2.5 Meaningless Methods
2.6 Power Consumption Model of a Server
3 Energy-Efficient Purpose Ordering (EEPO) Scheduler
4 Evaluation
5 Concluding Remarks
References
NFC-Based Commissioning of Adaptive Sensing Applications for the 5G IIoT
1 Introduction
2 Overview of Proposed Approach and Relevant Scenarios
3 Demonstrator Architecture
3.1 Design Decisions and Patterns for IIoT Edge Computing
3.2 Static View
3.3 Dynamic View
4 Implementation
5 Related Work
6 Conclusion
References
SCHC-Based Solution for Roaming in LoRaWAN
1 Introduction
2 Roaming Enhancement
3 Testing and Measurements
3.1 At Position P1
3.2 At Position P2
3.3 At Position P3
4 Conclusions
References
Reputation System for IoT Data Monetization Using Blockchain
1 Introduction
2 Related Work
2.1 Motivation
2.2 Problem Statement
3 Proposed System Model
3.1 System Model Components
4 Smart Contract: Review System for IoT Data Monetization
5 Results and Discussion
6 Conclusion
References
Blockchain Based Balancing of Electricity Demand and Supply
1 Introduction
2 Related Work
2.1 Problem Statement
3 Proposed System Model
3.1 User Layer
3.2 Information Layer
3.3 Market Layer
4 Simulations and Results
5 Conclusion and Future Work
References
Data Replication Based on Cuckoo Search in Mobile Ad-Hoc Networks
1 Introduction
2 Related Work
2.1 Replication in MANETs and P2P Systems
2.2 Cuckoo Search
3 System Model
4 Data Replication Based on Cuckoo Search
4.1 Allocation of Replicated Data
5 Performance Evaluation
5.1 Environment and Scenarios
5.2 Data Availability
5.3 Storage Cost
5.4 Hit Ratio and Average Distance to Data
6 Conclusion
References
Trusted, Decentralized and Blockchain-Based M2M Application Service Provision
Abstract
1 Introduction
2 P2P-Based M2M Application Provision
3 Blockchain-Based Trust Model
3.1 Trust Evaluation System
3.2 Blockchain and Trust Consensus Protocol
4 Integration of Trust Consensus Protocol for M2M Application Service Provision
4.1 Joining P2P Network and M2M Community
4.2 M2M Service Registration
4.3 Cooperative M2M Application Design
5 Conclusion
Acknowledgment
References
A New Mobile Agent System for Sharing Disaster Information Under Unstable Network Conditions
1 Introduction
2 Disaster Information Collection at both of Local/wide Area Based on Mobile Agent Technique
2.1 Roles of MAs
2.2 System Overview
3 Experimental Evaluation
4 Discussion
References
A Deep Hybrid Collaborative Filtering Based on Multi-dimension Analysis
Abstract
1 Introduction
2 Proposed Methods
2.1 General Framework
2.2 1D Analysis by Concatenation
2.3 2D Analysis by Outer Product
2.4 Learning Model
3 Experiments
3.1 Dataset
3.2 Evaluation Indicators
3.3 Baselines
3.4 Parameter Setting
3.5 Performance Comparison
4 Summary and Future Work
Acknowledgments
References
An Energy Efficient Mechanism for Downlink and Uplink Decoupling in 5G Networks
1 Introduction
2 System Model
3 Matching Algorithm
3.1 Our Approach
3.2 The Associations
3.3 The Algorithm
4 Simulation Setup
5 Simulation Results
6 Future Work and Conclusion
References
Efficient 5G Network Decoupling Using Dynamic Modulation and Coding Scheme Selection
Abstract
1 Introduction
2 System Model
2.1 Path Loss Models
2.2 Data Rates Model
3 Proposed Mechanism
4 Performance Evaluation
5 Conclusion and Future Work
References
A Probabilistic Offloading Approach in Mobile Edge Computing
1 Introduction
2 Related Work
3 Communication Model
3.1 Offloading Time
4 Probabilistic Offloading Approach for MEC
4.1 Successful Computation Probability
4.2 Successful Communication Probability
4.3 Successful Edge Computing Probability
5 Simulation Results and Analysis
6 Conclusion and Future Work
References
Fuzzy Geocasting in Opportunistic Networks
1 Introduction
2 Related Work
3 System Model
3.1 Motivation
3.2 Proposed F-GSAF Routing Protocol
4 Simulation Results
4.1 Results and Justification
5 Conclusion
References
Digital Content Refinement by Collecting Partly Unreliable Attributes over a Network
1 Introduction
2 Concept of Content Refinement
3 Some Conditions for Practical Use
4 Simple Experiments
4.1 Assumptions
4.2 Comparison of Different Refinements
4.3 Simulation Results and Analysis
5 Conclusion
References
Web Version of IntelligentBox (WebIB) and Its Extension for Web-Based VR Applications - WebIBVR
Abstract
1 Introduction
2 Related Work
3 Essential Mechanisms of IntelligentBox and WebIB
3.1 Model-Display Object (MD) Structure
3.2 Dynamic Data-Linkage Mechanism Called Slot Connection
3.3 Essential Mechanisms of WebIB
3.4 Mechanisms of WebIB for Multiple Users
4 Web-Based 3D Graphics Contents Realized Using WebIB
4.1 Education Contents
4.2 Visualization Tools
5 Essential Mechanisms of WebIBVR for Web-Based VR
6 Web-Based VR Example Realized Using WebIBVR
7 Discussion
8 Conclusions
Acknowledgments
References
Enemy Attack Management Algorithm for Action Role-Playing Games
1 Introduction
2 Related Work
2.1 The Kung-Fu Circle Algorithm
2.2 The Beyond Kung-Fu Circle Algorithm
2.3 The Belgian AI Algorithm
3 Methods
4 Results and Discussion
5 Conclusion and Future Work
References
Apply Lagrange Interpolation Based Access Control Mechanism in Personal Health Record Medical System
Abstract
1 Introduction
2 Mathematical Backgrounds
3 Research Method
4 Research Implement
5 Conclusion
References
Analysis of the Relationship Between Psychological Manipulation Techniques and Personality Factors in Targeted Emails
Abstract
1 Introduction
2 Related Work
3 Targeted Emails with a Highly Effective Level of Psychological Manipulation by Using OSINT
3.1 Big Five
3.2 Obtaining Big Five Score Using OSINT
3.3 Cialdini's Principles
3.4 Relationship Between Big Five and Cialdini's Principles
3.5 Application of Cialdini's Principles in Targeted Emails
3.6 Research Questions
4 User Experiment
4.1 User Experiment Overview
4.2 User Experiment Process
4.3 Questionnaire for Personality Test
4.4 Questionnaire on the Effects of Cialdini's Principles
4.4.1 Procedures for Creating Pseudo Targeted Emails
4.4.2 Experiment Procedures
4.4.3 Test Subjects
5 Experimental Results and Analysis
5.1 Analysis 1: Analysis for RQ1
5.2 Analysis 2: Analysis for RQ2
6 Discussion of Analysis Results
6.1 Discussion on the Results of Analysis 1
6.2 Discussion on the Results Analysis 2
7 Conclusion
References
Gait-Based Authentication Using Anomaly Detection with Acceleration of Two Devices in Smart Lock
1 Introduction
2 Related Work
2.1 Gait Authentication Using Machine Learning
2.2 Gait Authentication with Multiple Wearable Sensors
3 Proposal Method
3.1 System Model
3.2 Acceleration Data Processing
3.3 Feature Extraction
4 Implementation and Experiments
5 Evaluation
6 Conclusion
References
Accurate Online Energy Consumption Estimation of IoT Devices Using Energest
1 Introduction
2 Related Work
3 Methodology
3.1 Software
3.2 Hardware
3.3 MAC Protocols
3.4 Measurement Methodology
4 Results
4.1 Experimental Setup
4.2 Device Profiling
4.3 Accuracy of Energest
5 Conclusions
References
Comparison of LoRa Simulation Environments
Abstract
1 Introduction
2 LoRa Technology
3 Network Simulation
4 LoRa Simulation Environments
4.1 Physimulator
4.2 FLoRa
4.3 NS-3 Module
4.4 LoRaSim
5 Comparative Comparison
6 Conclusions
7 Future Work
Acknowledgments
References
Proactive Network Slices Management Algorithm Based on Fuzzy Logic System and Support Vector Regression Model
1 Introduction
2 Related Works
3 System Model
4 Proposed Algorithm
4.1 Information Collecting Phase
4.2 Resource Usage Predictor
4.3 Decision of the Management Action
4.4 Execution of the Management Action
5 Simulation and Results Analysis
6 Conclusion
References
An Optimal Route Recommendation Method for a Multi-purpose Travel Route Recommendation System
Abstract
1 Introduction
2 Related Work
2.1 Tourist Recommendation System
2.2 Optimal Travel Route Recommendation System
2.3 Genetic Algorithms
3 System Design
3.1 Algorithm Flow
3.2 Fitness Function and Structural Steps
4 Evaluation
4.1 Recommended Path Satisfaction Test
4.2 Time Comparison for the Two Algorithms
5 Summary
Acknowledgments
References
Artificial Intelligence Technique for Optimal Allocation of Renewable Energy Based DGs in Distribution Networks
Abstract
1 Introduction
2 Problem Formulation
2.1 Objective Function
2.2 Equality Constraints
2.3 Inequality Constraints
3 Proposed Method
4 Simulation Results and Discussion
4.1 Simulation Strategies
4.2 Practical Portuguese 94-Bus RDS
4.3 Performance Evaluation of the Proposed Algorithm
5 Conclusions
Acknowledgments
References
Impact of Sharing Algorithms for Cloud Services Management
Abstract
1 Introduction
2 Classification of Sharing Algorithms in Cloud Computing
3 Impact of Sharing Algorithms in Cloud Computing
4 Conclusions
Acknowledgments
References
Application of Cognitive Protocols in Transformative Computing
Abstract
1 Introduction
2 Cognitive Algorithms in Transformative Computing
3 Application of Cognitive Transformative Computing in Security Areas
4 Conclusions
Acknowledgments
References
Analyzing Mobile Cycling Applications for Monitoring Workouts
1 Introduction
2 Related Works
3 Cycling Performance
4 Performance Analysis Comparison
4.1 Participant
4.2 Experimental Setting
4.3 Protocol
4.4 Scenario
5 Results
5.1 Distance Analysis
5.2 Speed Analysis
5.3 Power Analysis
6 Discussion
7 Mobile Bike Application Proposed
8 Conclusions
9 Future Works
References
Road State Information Platform Based on Multi-sensors and Bigdata Analysis
Abstract
1 Introduction
2 Road Surface State Information Platform
3 Sensing System with Various Sensors
4 V2X Communication System
5 Prototype System and Evaluation
6 Conclusions and Remarks
Acknowledgement
References
A New Discounting Approach to Conflict Information Fusion Using Multi-criteria of Reliability in Dempster-Shafer Evidence Theory
Abstract
1 Introduction
2 Preliminaries
2.1 Dempster-Shafer Evidence Theory
2.2 Criteria of Reliability in DSET
3 New Multi-criteria Methods of Reliability Measurement
3.1 Our Method
3.2 Our Improved Method
4 Improved Dempster's Combination Rule
5 Experiment
5.1 Discount Factors Examination in Our Methods
5.2 General Numerical Example
6 Conclusion and Future Work
References
The 21th International Symposium on Multimedia Network Systems and Applications (MNSA-2019)
The Group-Based Linear Time Causally Ordering Protocol in a Scalable P2PPS System
1 Introduction
2 System Model
3 A TLCO (Two-layered Causally Ordering) Protocol
4 Evaluation
5 Concluding Remarks
References
Algorithm for Detecting Implicitly Faulty Replicas Based on the Power Consumption Model
1 Introduction
2 System Model
2.1 Implicitly Faulty Replicas
2.2 Power Consumption Model
2.3 Computation Model
3 Estimation Model
4 Detection of Implicitly Faulty Replicas
5 Concluding Remarks
References
Parallel Data Transmission Protocols in the Mobile Fog Computing Model
1 Introduction
2 System Model
3 Power Consumption and Computation Models of a Fog Node
4 Parallel Data Transmission (PDT) Model
5 PDT Selection Algorithm
6 Concluding Remarks
References
Recovery of Fiber Networks C/M-Plane via an IoT-Based Narrow-Band Links System Based on LoRa Mesh Platform
Abstract
1 Introduction
2 Purpose
3 Methods
3.1 Road Situation Sharing by Road-to-Vehicle Communication on a Road Crossing a Mobile Phone Network Insensitive Area
3.2 Transfer and Collect Data Between Temporary Observation Points in the Mountain Area
3.3 FRENLL Architecture in Disaster Recovery
4 Preparation of Experimental Environment
5 Summary
Acknowledgments
References
Clustering Analysis and Visualization of TCM Patents Based on Deep Learning
Abstract
1 Introduction
2 Related Work
3 Clustering of TCM Patents
3.1 Representation of TCM Patents
3.2 Flow Chart of Clustering Algorithm
3.3 Preprocessing
3.4 Generation of Data Set
3.5 Training of Doc2Vec Neural Network
3.6 K-means Clustering
3.7 The Storage of Clustering Results
4 Visualization of TCM Patents
5 Conclusion
Acknowledgments
References
Efficient Resource Utilization Using Blockchain Network for IoT Devices in Smart City
1 Introduction
2 Motivation
3 Problem Statement
4 Related Work
4.1 Wireless Sensor Networks
4.2 Vehicular Network
4.3 Data Sharing
4.4 Data Access Management
4.5 Smart Cities
5 System Model
6 Results and Discussion
7 Conclusion
8 Limitations and Future Work
References
Recommendation System Based on Deep Learning
1 Introduction
2 Traditional Recommendation System
2.1 Content-Based Recommendation System
2.2 Collaborative Filtering Recommendation System
2.3 Hybrid Recommendation System
3 Deep Learning Approaches
3.1 Autoencoder
3.2 Denoising AutoEncoder
3.3 Stacked Denoising Autoencoder
4 Recommendation System Based on Deep Learning
4.1 Recommendation System Based on Autoencoder
4.2 Dynamic Hybrid Recommendation System Based on Denoising Autoencoder
4.3 Improved Hybrid Recommendation System Based on Deep Learning
4.4 MLP-Based YouTube Video Recommendation System
4.5 Session-Based Recommendation System with Graph
5 Conclusion
References
Routing Method Based on Data Transfer Path in DTN Environments
1 Introduction
2 Related
3 Message Ferry Method Considering Forwarding Routes
3.1 Assumed Environment and Required System
3.2 Proposed Method
4 Evaluation of Hop Count and Data Arrival Count by Reducing the Number of Communication Paths
4.1 Purpose of Evaluation
4.2 Scenario and Simulation Environment
4.3 Comparison Result
4.4 Consideration
5 Conclusion
References
The 12th International Workshop on Next Generation of Wireless and Mobile Networks (NGWMN-2019)
A Hybrid Intelligent Simulation System for Node Placement in WMNs Considering Load Balancing: A Comparison Study for Exponential and Normal Distribution of Mesh Clients
1 Introduction
2 Proposed and Implemented Simulation System: Algorithms and Methods
2.1 Particle Swarm Optimization
2.2 Distributed Genetic Algorithm
2.3 WMN-PSODGA Hybrid Simulation System
3 WMN-PSODGA Web GUI Tool and Pseudo Code
4 Simulation Results
4.1 Exponential Distribution
4.2 Normal Distribution
5 Conclusions
References
Multi-dimensional Contract Incentive Design for Mobile Crowdsourcing Networks
Abstract
1 Introduction
2 System Model
2.1 Model of Mobile Crowdsourcing Network
2.2 Utility of Mobile Users
2.3 Utility of Service Provider
2.4 Problem Formulation
3 Contract-Based Crowdsourcing Incentive Mechanism
4 Numerical Results and Analysis
5 Conclusions
References
Evaluation and Comparison of CO2 and Fuel Consumption for Different Car Following Models
1 Introduction
2 Car-Following Models
2.1 Krauss Model
2.2 ACC Model
2.3 CACC Model
3 Simulation Envornment
3.1 The VENTOS Simulation Environment
3.2 Simulation Scenarios
4 Simulation Results
4.1 Scenario 1
4.2 Scenario 2
5 Conclusions and Future Work
References
Individually Separated Wireless Access Point to Protect User's Private Information
Abstract
1 Introduction
2 Related Works
2.1 Background
2.2 The Concept of Encryption of Internal Communication Data
3 Proposed User Data Protection Scheme in AP
3.1 Environment and Scope
3.2 Subject Specific Input Device
3.3 Method of Creating an SSID and the Password
3.4 Method of Creating a Virtual AP
3.5 Method of Delivery to User
3.6 Method of Connecting a Virtual AP to User Device
3.7 Virtual AP Connectivity Scenarios for User Devices
4 Conclusion and Future Works
Acknowledgments
References
Long-Term Care (LTC) Monitoring System for Caregivers Based on Wireless Sensing Technology
Abstract
1 Introduction
2 Related Works
3 LTC Monitoring System Structure
3.1 Tools for System
3.2 System Setup Procedure
4 Results and Analysis
5 Conclusion
References
The 10th International Workshop on Methods, Analysis and Protocols for Wireless Communication (MAPWC-2019)
Concatenated Path Domain for Dijkstra's Algorithm Based Ray Tracing to Enhance Computational Areas
1 Introduction
2 RRS Concatenation
3 Dijkstra's Algorithm
3.1 Node Type and Link Type
3.2 Initialization
3.3 Repetition
3.4 Ending
3.5 Shortest Path
4 Path Concatenation
4.1 Original Shortest Path
4.2 Modified Shortest Path
4.3 Propagation Order of Distance
5 Conclusion
References
Routing of Optical Baseband Signal Depending on Wavelength in Periodic Structure
Abstract
1 Introduction
2 FDTD Method
3 Simulation Method
4 Simulation Results
5 Conclusion
References
Two-Stage Dynamic Contract Design Under Asymmetric Information in Cooperative Communication
Abstract
1 Introduction
2 System Model and Problem Formulation
2.1 Relay Node Model
2.2 Source Node Model
2.3 Contract Formulation
3 Dynamic Incentive Design Under Asymmetric Information
3.1 Contracting Design in Stage 2
3.2 Contracting Design in Stage 1
4 Numerical Results and Discussion
5 Conclusion
References
Minimizing Control Overhead of Routing Protocols in Wireless Multihop Networks: Simulation Evaluation
1 Introduction
2 Ad-Hoc On-Demand Distance Vector (AODV) Routing Protocol
2.1 Link Lifetime and Route Lifetime
2.2 Ring Search
3 Simulation Environment
4 Simulation Result
5 Conclusion
References
Effect of Parasitic Element on Communication Performance of 13.56MHz RFID System
1 Introduction
2 RFID System
3 Experimental Method
4 Evaluation of Communication Performance Between Reader and Target Tag
5 Conclusion
References
The 10th International Workshop on Cloud, Wireless and e-Commerce Security (CWECS-2019)
Perception Mining of Network Protocol's Stealth Attack Behaviors
Abstract
1 Introduction
2 Related Work
3 Perceptual Mining of Protocol's Stealth Attack Behavior
3.1 System Framework Design
3.2 Implementation of Analysis and Evaluation
3.2.1 Acquisition of Protocol Disclosure Behavior Instruction Sequence
3.2.2 Perceptual Mining Algorithm for Protocol's Stealth Attack Behaviors
3.2.3 Automatic Generation of Sensitive Messages
4 Experiment and Evaluation
4.1 Analysis Platform Construction
4.2 Experimental Results and Analysis
5 Conclusion and Outlook
Acknowledgements
References
Digital Image Anti-counterfeiting Technology
Abstract
1 Introduction
2 Related Works
3 Methodology
4 Experimental Result
5 Conclusions
Acknowledgments
References
System Implementation of AUSF Fault Tolerance
Abstract
1 Introduction
2 Literature Review and Background
3 Mediator System
3.1 Mediator
3.1.1 AUSF to Common Storage Through Mediator
3.1.2 Failure Identification by Mediator
3.2 SDN Controller
3.2.1 Starting up an AUSF-VM
3.2.2 Distributing UEs Authenticated by the Failed AUSF
4 Simulation and Discussions
4.1 Topology and Settings
4.2 Experiments
4.2.1 Different Packet Sizes
4.2.2 Different Numbers of Packet Sent Per Second
4.2.3 Different Packet Loss Rates
5 Conclusion and Future Studies
References
News Collection and Analysis on Public Political Opinions
Abstract
1 Introduction
2 Background Knowledge and Research
3 The Architecture of the FNCaS
3.1 System Architecture
3.2 News Content Analysis
3.3 Word2vec Training
3.4 Deep Learning Training for Public Opinions
4 Experiments and Discussion
4.1 Model Analysis
4.2 Data Analysis
5 Conclusion and Future Studies
References
Mobile Physiological Sensor Cloud System for Long-Term Care
Abstract
1 Introduction
2 Background and Related Work
2.1 Environment for Long-Term Care
2.2 Physiological Data Sensors
3 The MPCLC
3.1 The WBSN
3.1.1 Physiological Data Sensor
3.1.2 Smart Phone
3.2 The DCaCS
3.2.1 Data Pre-processor
3.2.2 Data Classification Server
3.3 The HMS
3.3.1 Healthcare Cloud
3.3.2 Healthcare Monitoring Website
4 System Implementation
4.1 Mobile Phone Function Planning and Measurement on iOS System
4.2 Health Observation
4.2.1 Healthcare Monitoring Website
4.2.2 Effectiveness of Medical Treatment
5 Conclusions and Future Studies
References
The 8th International Workshop on Robot and Vehicle Interaction, Control, Communication and Cooperation (RVI3C-2019)
A Message Relaying Method with Enhanced Dynamic Timer Considering Decrease Rate of Neighboring Nodes for Vehicular-DTN
1 Introduction
2 Related Work
3 Message Relaying Methods Considering Dynamic Timer
3.1 Overview of Dynamic Timer
3.2 Timer Setting in DTND
3.3 Timer Setting in EDTDR
4 Road Network Model and Simulation Results
4.1 Scenario Setting
4.2 Simulation Results
5 Conclusions
References
Prediction of RSSI by Scikit-Learn for Improving Position Detecting System of Omnidirectional Wheelchair Tennis
1 Introduction
2 Related Work
3 Proposed Omnidirectional Wheelchair for Playing Tennis
3.1 Kinematics
3.2 Control System of the Proposed Omnidirectional Wheelchair
4 Implementation and Application Issues
5 Experimental Environment and Results
6 Conclusions and Future Work
References
Decentralized Mechanism for Hiring the Smart Autonomous Vehicles Using Blockchain
1 Introduction
1.1 Motivation
1.2 Problem Statement
2 Related Work
3 System Model
4 Methodology
4.1 Smart Share
4.2 Smart Contracts
4.3 Mining
4.4 Hashing Algorithm
4.5 Consensus Algorithm
5 Simulations and Results
6 Conclusion and Future
References
An Intelligent Approach for Resource Management in SDN-VANETs Using Fuzzy Logic
1 Introduction
2 Background Overview
2.1 Cloud-Fog-Edge Computing
2.2 Software Defined Networking
2.3 VANETs
3 Proposed Fuzzy-Based System
3.1 Description of FLC
4 Simulation Results
5 Conclusions
References
Tutorial Educating Developer of Reinforcement Learning Agent Using IDEAL
Abstract
1 Introduction
2 Related Research
3 Ideal
3.1 Overview
3.2 Learning Mechanism
4 Proposed Method
5 Experiment and Evaluation
6 Conclusion
References
The 5th International Workshop on Advanced Techniques and Algorithms for Security and Privacy (ATASP-2019)
Trusted Remote Patient Monitoring Using Blockchain-Based Smart Contracts
1 Introduction
2 Motivation and Problem Statement
2.1 Contributions
3 Related Work
4 Proposed Solution
4.1 Enrollment
4.2 Patient Monitoring
4.3 Enterprise and Device Authorization
5 Results
6 Conclusion and Future Work
References
A Survey of Malicious HID Devices
Abstract
1 Introduction
2 Basic Theory of Malicious HID Devices
2.1 HID Fundamentals
2.2 Basic Theory
3 Taxonomy of Malicious HID Devices
4 Description of Malicious HID Devices
4.1 Pure HID Devices
4.1.1 Teensy
4.1.2 Rubber Ducky
4.1.3 Digispark
4.2 Composite Devices
4.2.1 Unintended USB Channel
4.2.2 BadUSB
4.2.3 Bash Bunny
4.3 Wireless Devices
4.3.1 URFUKED
4.3.2 TURNIPSCHOOL/COTTONMOUTH-1
4.3.3 WHID Injector
4.3.4 P4wnP1
4.3.5 MouseJack
5 Discussion and Conclusion
Acknowledgements
References
Power Consumption Attack Based on Improved Principal Component Analysis
Abstract
1 Introduction
2 Data Collection
3 Related Power Attacks
4 Correlation Power Attack Based on Principal Component Analysis
5 Introducing Wavelet Packet Transform Related Power Consumption Attack
6 SM4 Related Power Attack Based on Improved PCA
7 Results and Analysis
8 Conclusion
Acknowledgements
References
How Securely Are OAuth/OpenID Connect Implemented in Japan?
1 Introduction
2 Background Knowledge
2.1 OAuth
2.2 OpenID Connect
2.3 Access Permission Delegated in Social Logins
2.4 CSRF
3 Investigation Overview
3.1 Investigation Details
3.2 The Target Scopse of Investigation
3.3 The Methodolgy of Investigation
4 Investigation Results
4.1 The Number of Social Login Implementations
4.2 The Permissions Requested by the Client
4.3 CSRF Implementation Status
5 Discussion
5.1 Permissions Request by the Client
5.2 CSRF Implementation Status
6 Research Ethics
7 Conclusion
References
The 2nd International Workshop on Bio-Sensing, Processing, Application and Networking (BioSPAN-2019)
Enhanced Decentralized Management of Patient-Driven Interoperability Based on Blockchain
1 Introduction
2 Related Work
2.1 Proof of Stake
2.2 Proof of Work
2.3 Proof of Authority
2.4 Proof of Collaboration
2.5 Practical Byzantine Fault Tolerance
2.6 Motivation
2.7 Problem Statement
3 Proposed System Model
4 Entities
4.1 Organization Layer
4.2 Blockchain Layer
4.3 Storage Layer
4.4 Workflow of Proposed System Model
5 Results and Discussion
6 Conclusion
References
Design and Construction of Intelligent Decision-Making System for Marine Protection and Law Enforcement
Abstract
1 Introduction
2 Related Work
3 Intelligent Decision-Making System for Marine Protection and Law Enforcement
3.1 System Functions
3.2 System Architecture
4 Classification of Maritime Illegal Acts
5 Maritime Laws and Regulations
6 Automatic Matching of Illegal Acts and Punishment Measures
6.1 Four-Tuple
6.2 Automatic Matching Algorithms
6.3 Semantic Similarity Calculation
7 Experiments
8 Conclusion
Acknowledgments
References
Data Authenticity Analysis for Online O2O Data: A Case Study of Second-Hand Houses Posting Data
Abstract
1 Introduction
2 Assumption and Model
2.1 Model Efficiency Index Construction and Calculating Formula
2.1.1 Seller Market Efficiency (SME)
2.1.2 Intermediary Market Efficiency (IME)
2.1.3 Buyer's Market Efficiency (BME)
2.1.4 Overall Market Efficiency (TME)
2.2 Price Forecasting Model
2.3 Information Visualization
3 Data Analysis and Result
4 Directions for Future Research
Acknowledgments
References
A Brief Survey: 3D Face Reconstruction
1 Introduction
2 3D Face Reconstruct Method
2.1 Active Method
2.2 Passive Method
2.3 Face Reconstruction with a Single Image
3 Conclusion
References
A Feasibility Study on Wrist Rehabilitation Using the Leap Motion
Abstract
1 Introduction
2 Experiment Setups
2.1 Experiment Participants
2.2 Experiment Movements
2.3 Experiment Tools
2.4 Experiment Procedures
3 Data Analysis
3.1 Data Pre-process
3.2 Principal Component Analysis (PCA)
3.3 Selected Leap Motion Defined Feature
3.4 Decision Tree
3.5 Decision Tree Result
4 Conclusions and Future Works
References
Classification of Cotton and Flax Fiber Images Based on Inductive Transfer Learning
Abstract
1 Introduction
2 Network
2.1 Deep Learning and Transfer Learning
2.2 Convolution Neural Networks
2.2.1 VGG16
2.2.2 AlexNet
3 Result and Discussions
3.1 Data Set
3.2 Experiment
4 Conclusion
Acknowledgments
References
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Advances on Broad-Band Wireless Computing, Communication and Applications

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